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Discussions on academic programs, online courses, and learning paths in security.

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Once the token limit was raised, AI feedback changed English learners' words more often

Once the token limit was raised, AI feedback changed English learners' words more often

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4 min read
Rent Splits, Explained: The Math Behind Fair Roommate Shares

Rent Splits, Explained: The Math Behind Fair Roommate Shares

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3 min read
Scope Creep Starts Young: Teaching Students to Ship One Small Coding Project a Week

Scope Creep Starts Young: Teaching Students to Ship One Small Coding Project a Week

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2 min read
I told two AI models to copy the student's words exactly. Their quotes did not get more exact

I told two AI models to copy the student's words exactly. Their quotes did not get more exact

Comments
2 min read
Post-Graduation Work Permit (PGWP) Eligibility in 2026: What International Students in Canada Need to Know

Post-Graduation Work Permit (PGWP) Eligibility in 2026: What International Students in Canada Need to Know

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7 min read
A similarity score is a starting point, not a verdict

A similarity score is a starting point, not a verdict

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2 min read
Double bookkeeping of learning, #1: same facts, different form

Double bookkeeping of learning, #1: same facts, different form

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2 min read
First-ever unforgettable hackathon

First-ever unforgettable hackathon

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12 min read
My token limit hid a third of my data. Re-running 20 old pairs showed what was in it.

My token limit hid a third of my data. Re-running 20 old pairs showed what was in it.

Comments
3 min read
Logarithms, Explained: The Domain Trap Every Student Should Know

Logarithms, Explained: The Domain Trap Every Student Should Know

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3 min read
Designing a Research Workflow for Kids: Decomposition, Age-Appropriate Search and Recall

Designing a Research Workflow for Kids: Decomposition, Age-Appropriate Search and Recall

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3 min read
ADHD Learner Finds Focus: Combining Interactive Coding Platforms with College Studies for Effective Programming Education

ADHD Learner Finds Focus: Combining Interactive Coding Platforms with College Studies for Effective Programming Education

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12 min read
After Graduation in Canada: A PGWP Checklist for Technology Professionals

After Graduation in Canada: A PGWP Checklist for Technology Professionals

Comments
3 min read
I tested whether telling an AI the student is an English learner changes how it quotes them. My own rules said: not enough data.

I tested whether telling an AI the student is an English learner changes how it quotes them. My own rules said: not enough data.

Comments
3 min read
AI feedback often bolds its corrections. My quote checker now reads Markdown

AI feedback often bolds its corrections. My quote checker now reads Markdown

Comments
3 min read
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